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Security Data Analytics and Visualisation Phil Legg
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Welcome to the audio lecture series for the Security Data Analytics and Visualisation module at University of the West of England (UWE Bristol). This collection of episodes accompanies the online course book that is available at http://plegg.me.uk/sdav.
It is encouraged that students both listen and read the course book, to follow along with practical examples and to explore further reading and links.
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SDAV 9: Future Research Directions
In this episode we conclude the course, and highlight just some of the future research directions where security data analytics and visualisation will continue to play an important role in our modern technological society.
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SDAV 8: File, Image and Video Analysis
In this episode we explore how file data can be visualised and analysed, as well as performing more sophisticated analysis on rich image and video content to detect similar people and scene changes.
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SDAV 7: Text Analytics
In this episode we explore text analytics, and how this can be used in security analysis, from models of next-word prediction based on word occurrences, document and spam detection, recommendation systems, and recent advances of GPT language models.
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SDAV 6: Visual Analytics
In this episode we explore the meaning of Visual Analytics, and begin to consider human-machine collaborative teaming and interactivity methods for deeper examination of data.
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SDAV 5: Visualisation
In this episode we discuss visualisation techniques, their strengthens and weaknesses, and how these can be used in the cyber security domain.
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SDAV 4: Machine Learning
In this episode we start to explore what Machine Learning is, and how different methods can be used.
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